{"id":"W7132136258","doi":"","title":"Ultrasonic Characterisation and Sensors: PLA Crystallization","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crystallization; Kinetics; Ultrasonic sensor; Extrusion; Amorphous solid; Carbon dioxide","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000540474,0.0005487284,0.0005731013,0.00100294,0.0003531959,0.0003865707,0.0004172551,0.0006971037,0.003233048],"category_scores_gemma":[0.001174133,0.000184362,0.0001823424,0.001144789,0.0004631507,0.0005612318,0.0003323086,0.0007040502,0.0009003588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004939756,"about_ca_system_score_gemma":0.0004197413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046489,"about_ca_topic_score_gemma":0.001257781,"domain_scores_codex":[0.9992582,0.00009467681,0.00007453554,0.000183393,0.0003161702,0.00007295141],"domain_scores_gemma":[0.9993293,0.00023299,0.0001260774,0.00005897566,0.0002168432,0.00003591973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004739622,0.00001410918,0.0001600495,0.00008654419,0.000001976493,0.00001956894,0.00003587237,0.00007937047,0.9957227,0.00008204849,0.00008063576,0.003669753],"study_design_scores_gemma":[0.000003587312,0.00007964834,0.0008151988,0.000004866936,0.000005419672,0.0001081634,0.00002369497,0.001150533,0.9958447,0.00004742857,0.00190895,0.000007864398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8335554,0.007567931,0.1463554,0.0004785959,0.0001823656,0.0004223368,0.002795968,0.002731872,0.005910152],"genre_scores_gemma":[0.8820875,0.004307205,0.1024041,0.0001863396,0.000083741,0.0006966744,0.002462728,0.0002161663,0.007555694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003233048,"threshold_uncertainty_score":0.01081562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008535474838339982,"score_gpt":0.2249402656802992,"score_spread":0.2164047908419592,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}